For the speaker-level analysis, we seek to assess the relative importance of several author-level and post-level factors in explaining loanword integration.
Following prior work in loanword use, we investigate factors related to formality [1]} and aspects of speaker background [2]} that reflect support for language standards.
We therefore use the following metrics to predict verb integration.
